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ASTER GDEM
Characteristics of
ASTER GDEM Version 2
IGARRS 2011, Vancouver, CanadaSession: TH2.T05.3 ASTER (Thursday, July 28, 10:20 - 12:00)
ASTER GDEM Version 2
Tetsushi Tachikawa1, Masami Hato1, Manabu Kaku2, Akira Iwasaki3
1 Earth Remote Sensing Data Analysis Center (ERSDAC),
2 Mitsubishi Material Techno Corp., 3 University of Tokyo
ASTER GDEM Project
METI/Japan and NASA/USA in conjunctionMETI/Japan and NASA/USA in conjunction
with ERSDAC and LPDAACwith ERSDAC and LPDAAC
ASTER GDEM
Data source ASTER
Release 2009 (ver.1)Data collection 2000-2008(ver.1)
Posting 1 arc-second (30 m)
Coverage83 degrees north -83 degrees south
Missing data Areas under constant
cloud cover (filled byother DEMs)
Status of GDEM Version 2
2009 2010 2011
7 8 9 10 11 12 11 121 2 3 5 6 7
Year
Month
Trial Process
1 2 3 4
Trial Version
6
Version 1 Release
8 9 10
Now Validated by• USGS
• NGA
• NASA/JPL
• NASA/GSFC
• University of Tokyo
Validation
Version 2 Production
Trial Version
New
Da
ta
Version 2 Release (TBD)
Beta Version
ASTER New Observation
• University of Tokyo
• ERSDAC
by SILC
Band3NNadirBand3B
Terra/ASTER55 sec.
ASTER Stereo Observation
ASTER nadir- and backward-looking telescopes (Band3, NIR band) allow acquisition of stereo image pairs
Image correlation matching between
Automated processing
NadirBand3BBackward
Elevation
matching between Band 3N and Band 3B
Determination of geolocation at the corresponding point for Band 3N and Band 3B
Calculation of elevation
ASTER GDEM Production
All ASTER stereo observation(60km*60km*1.2 million scenes)
Produce scene DEM
ASTER Coverage
Global CoverageASTER GDEM
Calculate elevations by stacking
Elevation (m)Number of stack (#)
� New algorithm� Finer horizontal resolution
The elevation is calculated by image matching of ASTER stereo pair. The kernel size for image correlation matching is changed to 5 by 5 pixel from 9 by 9 pixel.
� Offset adjustmentEvery calculated scene DEM has elevation offset of -5m.This offset (-5m) is adjusted.
Updates in GDEM Version2
This offset (-5m) is adjusted.
� Water body detectionGDEM version 1 could detect lakes larger than about 12km2.This improves to 1km2 in version 2.
� New observed dataGDEM version 2 incorporates new ASTER data observed after September 2008. The voids and artifacts caused by lack of ASTER data will be improved.
Estimate Horizontal and Elevation Error
N36E137 N36E138
N35E137 N35E138553701553701 553702553702 553801553801 553802553802
GSI 10m-grid DEM covers all the land of JapanGSI (The Geospatial Information Authority of Japan)
543703543703 543704543704 543803543803 543804543804
543701543701 543702543702 543801543801 543802543802
533703533703 533704533704 533803533803 533804533804
533701533701 533702533702 533801533801 533802533802
523703523703 523704523704 523803523803 523804523804
Method to Estimate Horizontal Error
ASTER GDEM13 grid square = 169 grids
169 grids of elevation error (m)
SD of elevation errors (m)
Move 13 grid square and repeat
2 dimensional mapping
Calculate the lowest location
0.4 arc-second
GSI 10m-grid
DEM
Calculate the lowest location
-6 -5 -4 -3 -2 -1 0 +1 +2 +3 +4 +5 +6-6 7.46 7.36 7.31 7.29 7.31 7.37 7.46 7.60 7.76 7.95 8.17 8.42 8.69
-5 7.35 7.26 7.21 7.20 7.23 7.29 7.39 7.53 7.70 7.90 8.13 8.38 8.66
-4 7.31 7.23 7.19 7.18 7.21 7.28 7.39 7.53 7.71 7.91 8.15 8.40 8.68
-3 7.34 7.26 7.22 7.22 7.26 7.33 7.45 7.59 7.77 7.98 8.22 8.48 8.75
-2 7.43 7.36 7.32 7.33 7.37 7.45 7.57 7.72 7.90 8.11 8.35 8.60 8.88
-1 7.58 7.52 7.49 7.50 7.55 7.63 7.75 7.90 8.08 8.29 8.53 8.78 9.06
0 7.79 7.74 7.72 7.73 7.78 7.87 7.99 8.14 8.32 8.53 8.76 9.01 9.28
+1 8.06 8.01 7.99 8.01 8.07 8.15 8.27 8.42 8.60 8.80 9.03 9.28 9.54
+2 8.36 8.32 8.32 8.34 8.40 8.48 8.60 8.75 8.92 9.12 9.34 9.59 9.85
+3 8.71 8.68 8.68 8.71 8.76 8.85 8.97 9.11 9.28 9.48 9.69 9.93 10.1
+4 9.10 9.07 9.07 9.10 9.16 9.25 9.37 9.51 9.67 9.86 10.0 10.3 10.5
+5 9.51 9.49 9.50 9.53 9.59 9.68 9.79 9.93 10.1 10.2 10.4 10.7 10.9
+6 9.95 9.93 9.94 9.98 10.0 10.1 10.2 10.3 10.5 10.7 10.9 11.1 11.3
EW
NS
SD
0.2
0.4
0.6
0.8
1.0
1.2
1.4
Version 1
Version 2
Horizontal ErrorN-S Geolocation Error (arc-second)
0.5 arc-second
1.0 arc-second
-1.4
-1.2
-1.0
-0.8
-0.6
-0.4
-0.2
0.0
-1.4 -1.2 -1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 1.4
E-W Geolocation Error (arc-second)
12
14
16
18
20
Standard Deviation of Elevation Error
SD of Elevation Error (m)
Average of Version 2
Average of Version 1
0
2
4
6
8
10
12
553701 553702 553801 553802 543703 543704 543803 543804 543701 543702 543801 543802 533703 533704 533803 533804 533701 533702 533801 533802 523703 523704 523803 523804
Version 1
Version 2
Offset Estimation
“Subdivision Land Use Data of Digital National Land Information”produced by the GSI Japan.
Offset is estimated in ‘Rice Farm’ and ‘Farm’ as open area.
Land Use
Rice Farm
Farm
Forest
Bare
Urban
Others
Mean Peak SD RMSE
Rice Farm -1.32 -0.74 5.91 6.06Farm -1.09 -1.23 8.50 8.57
Forest +8.68 +7.98 13.26 15.85
Offset Estimation
Frequency
Offset is estimated as -0.7 m.
Elevation Error (m)
Version 2
Resolution:1arc-secReference DEM(Degraded
10m DEM)
0 4000
Resolution:2arc-sec Resolution:3arc-sec Resolution:4arc-sec
m
Version 1GDEM
Method to Estimate Resolution
0 4000
ElevationError
Standard Dev. 14.489 13.022 13.122 13.993
-50 +500
10m DEM)
m
mm
Estimated Resolution
Standard Deviation of Elevation Error (m)
Horizontal Resolution (arc second) of Reference DEM
2.4 (72m)3.8 (114m)
Error Estimation of Version 2
Version 1 Version 2
Horizontal Error0.82 arc-sec. to west
0.47 arc-sec. to south
0.11 arc-sec. to west
0.20 arc-sec. to north0.47 arc-sec. to south 0.20 arc-sec. to north
Elevation Erroroffset -6m -0.7m
SD 14.8m 12.6m
Horizontal Resolution 3.8 arc-sec. (114m*) 2.4 arc-sec. (72m*)
*1 arc-second corresponds to 30m
Improvement of Artifacts
S31E023 1200x1200 arc-secondVersion 1
01234567890123456789012filled
Stacking NumberElevation (m)1000 2000
Improvement of Artifacts
S31E023 1200x1200 arc-secondVersion 2
01234567890123456789012filled
Stacking NumberElevation (m)1000 2000
Improvement of Water Body
Version 1
Lake Nicaragua
Version 2
Lake Nicaragua
Elevation (m)0 800
N11W086 1200x1200 arc-second
Improvements of Version 2
� #Stack increase to three or more in most of the lack area.� Voids in northern area
� Decrease� Artifacts (step, Pit-in-bump, Mole-run, etc.)
� Almost disappear
� New water body detection algorithm� New water body detection algorithm� Lakes are perfectly flat.
Pit-in-bump
Mole-run
Step
Artifacts